During DN, macrophages and lymphocytes will produce inflammatory factors such as IL-6 and TNF-α, thus forming an inflammatory state in the kidneys (Chen et al., 2022a; Yang and Zhang, 2024). The gene discussed is IL6; the disease is liver dysplastic nodule.